The use of the Bayesian approach in the formation of the student's competence in the ICT direction
The theory of Bayesian networks has recently become very popular in solving various applied problems in various areas of science and production. To effectively use the Bayesian approach, a high-quality software product is needed that implements the mathematical ideas of Bayesian networks in practice...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2019
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| Online Access: | http://psasir.upm.edu.my/id/eprint/78138/1/The%20use%20of%20the%20Bayesian%20approach%20in%20the%20formation%20of%20the%20student%27s%20competence%20in%20the%20ICT%20direction.pdf |
| _version_ | 1796980427612749824 |
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| author | Seisenbekova, Perizat Shayakhmetova, Asem Othman, Mohamed |
| author_facet | Seisenbekova, Perizat Shayakhmetova, Asem Othman, Mohamed |
| author_sort | Seisenbekova, Perizat |
| collection | UPM |
| description | The theory of Bayesian networks has recently become very popular in solving various applied problems in various areas of science and production. To effectively use the Bayesian approach, a high-quality software product is needed that implements the mathematical ideas of Bayesian networks in practice. Such software products currently developed quite a large number. This paper presents the most common ones. The paper gives a small introduction about the competence of students and explores the possibility of using Bayesian networks in the formation of the competence of an IT trainer. Developed an integrated algorithm for the formation of the competence of training in the direction of IT. |
| first_indexed | 2024-03-06T10:22:51Z |
| format | Conference or Workshop Item |
| id | upm.eprints-78138 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T10:22:51Z |
| publishDate | 2019 |
| publisher | IEEE |
| record_format | dspace |
| spelling | upm.eprints-781382020-06-15T06:54:28Z http://psasir.upm.edu.my/id/eprint/78138/ The use of the Bayesian approach in the formation of the student's competence in the ICT direction Seisenbekova, Perizat Shayakhmetova, Asem Othman, Mohamed The theory of Bayesian networks has recently become very popular in solving various applied problems in various areas of science and production. To effectively use the Bayesian approach, a high-quality software product is needed that implements the mathematical ideas of Bayesian networks in practice. Such software products currently developed quite a large number. This paper presents the most common ones. The paper gives a small introduction about the competence of students and explores the possibility of using Bayesian networks in the formation of the competence of an IT trainer. Developed an integrated algorithm for the formation of the competence of training in the direction of IT. IEEE 2019 Conference or Workshop Item PeerReviewed text en http://psasir.upm.edu.my/id/eprint/78138/1/The%20use%20of%20the%20Bayesian%20approach%20in%20the%20formation%20of%20the%20student%27s%20competence%20in%20the%20ICT%20direction.pdf Seisenbekova, Perizat and Shayakhmetova, Asem and Othman, Mohamed (2019) The use of the Bayesian approach in the formation of the student's competence in the ICT direction. In: 2019 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS 2019), 29 June 2019, Shah Alam, Selangor, Malaysia. (pp. 85-90). 10.1109/I2CACIS.2019.8825060 |
| spellingShingle | Seisenbekova, Perizat Shayakhmetova, Asem Othman, Mohamed The use of the Bayesian approach in the formation of the student's competence in the ICT direction |
| title | The use of the Bayesian approach in the formation of the student's competence in the ICT direction |
| title_full | The use of the Bayesian approach in the formation of the student's competence in the ICT direction |
| title_fullStr | The use of the Bayesian approach in the formation of the student's competence in the ICT direction |
| title_full_unstemmed | The use of the Bayesian approach in the formation of the student's competence in the ICT direction |
| title_short | The use of the Bayesian approach in the formation of the student's competence in the ICT direction |
| title_sort | use of the bayesian approach in the formation of the student s competence in the ict direction |
| url | http://psasir.upm.edu.my/id/eprint/78138/1/The%20use%20of%20the%20Bayesian%20approach%20in%20the%20formation%20of%20the%20student%27s%20competence%20in%20the%20ICT%20direction.pdf |
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